{"id":"W2537024682","doi":"10.1016/j.jpurol.2016.08.027","title":"Laparoscopic pyeloplasty: Initial experience with 3D vision laparoscopy and articulating shears","year":2016,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Laparoscopy; Pyeloplasty; Surgery; Retrospective cohort study; Laparoscopic surgery; Ureter; Ureteropelvic junction; General surgery; Urinary system; Hydronephrosis; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001980047,0.002631302,0.00113264,0.001673499,0.0018293,0.001275257,0.002208368,0.002300234,0.004112391],"category_scores_gemma":[0.004004295,0.00111459,0.002158505,0.001205661,0.001548816,0.002056167,0.001867245,0.002860554,0.001121164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006616082,"about_ca_system_score_gemma":0.00068548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197031,"about_ca_topic_score_gemma":0.002364357,"domain_scores_codex":[0.9983274,0.0004048272,0.0002141404,0.0003362908,0.000279137,0.0004383174],"domain_scores_gemma":[0.997811,0.0008507935,0.0002090637,0.0003273684,0.00008485384,0.0007169078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0127576,0.04817969,0.2009192,0.00148904,0.001732379,0.1213243,0.01567016,0.01344329,0.1393077,0.001766397,0.003365278,0.440045],"study_design_scores_gemma":[0.002912018,0.08199116,0.325285,0.0002149913,0.0007904395,0.4895673,0.00477008,0.01847598,0.05561939,0.001679908,0.01771995,0.0009738143],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879723,0.001089909,0.007986351,0.0002776269,0.0000602493,0.00008971548,0.0001658038,0.0001606288,0.002197279],"genre_scores_gemma":[0.9760326,0.001370375,0.01901877,0.0004294199,0.0002289464,0.00005899309,0.0003704833,0.0001531504,0.002337175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004112391,"threshold_uncertainty_score":0.01375735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326179752922956,"score_gpt":0.2961252032040776,"score_spread":0.2828634056748481,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}